They gathered at the University of Pennsylvania in protest on Wednesday.
Penn scientist Albert Kligman conducted extreme medical experiments on thousands of Black inmates at the prison 50 years ago.
Kligman once described his first visit to the prison by saying "All I saw before me were acres of skin."
Survivors and activists are calling for Penn to do more to repair the harm caused by the horrific experiments.
Penn did not comment on the event.